Repository URL to install this package:
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Version:
0.36.2 ▾
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numba
/
callwrapper.py
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from __future__ import print_function, division, absolute_import
from llvmlite.llvmpy.core import Type, Builder, Constant
import llvmlite.llvmpy.core as lc
from numba import types, cgutils, config
class _ArgManager(object):
"""
A utility class to handle argument unboxing and cleanup
"""
def __init__(self, context, builder, api, env_manager, endblk, nargs):
self.context = context
self.builder = builder
self.api = api
self.env_manager = env_manager
self.arg_count = 0 # how many function arguments have been processed
self.cleanups = []
self.nextblk = endblk
def add_arg(self, obj, ty):
"""
Unbox argument and emit code that handles any error during unboxing.
Args are cleaned up in reverse order of the parameter list, and
cleanup begins as soon as unboxing of any argument fails. E.g. failure
on arg2 will result in control flow going through:
arg2.err -> arg1.err -> arg0.err -> arg.end (returns)
"""
# Unbox argument
native = self.api.to_native_value(ty, obj)
# If an error occurred, go to the cleanup block for the previous argument.
with cgutils.if_unlikely(self.builder, native.is_error):
self.builder.branch(self.nextblk)
# Define the cleanup function for the argument
def cleanup_arg():
# Native value reflection
self.api.reflect_native_value(ty, native.value, self.env_manager)
# Native value cleanup
if native.cleanup is not None:
native.cleanup()
# NRT cleanup
# (happens after the native value cleanup as the latter
# may need the native value)
if self.context.enable_nrt:
self.context.nrt.decref(self.builder, ty, native.value)
self.cleanups.append(cleanup_arg)
# Write the on-error cleanup block for this argument
cleanupblk = self.builder.append_basic_block("arg%d.err" % self.arg_count)
with self.builder.goto_block(cleanupblk):
cleanup_arg()
# Go to next cleanup block
self.builder.branch(self.nextblk)
self.nextblk = cleanupblk
self.arg_count += 1
return native.value
def emit_cleanup(self):
"""
Emit the cleanup code after returning from the wrapped function.
"""
for dtor in self.cleanups:
dtor()
class _GilManager(object):
"""
A utility class to handle releasing the GIL and then re-acquiring it
again.
"""
def __init__(self, builder, api, argman):
self.builder = builder
self.api = api
self.argman = argman
self.thread_state = api.save_thread()
def emit_cleanup(self):
self.api.restore_thread(self.thread_state)
self.argman.emit_cleanup()
class PyCallWrapper(object):
def __init__(self, context, module, func, fndesc, env, call_helper,
release_gil):
self.context = context
self.module = module
self.func = func
self.fndesc = fndesc
self.env = env
self.release_gil = release_gil
def build(self):
wrapname = self.fndesc.llvm_cpython_wrapper_name
# This is the signature of PyCFunctionWithKeywords
# (see CPython's methodobject.h)
pyobj = self.context.get_argument_type(types.pyobject)
wrapty = Type.function(pyobj, [pyobj, pyobj, pyobj])
wrapper = self.module.add_function(wrapty, name=wrapname)
builder = Builder(wrapper.append_basic_block('entry'))
# - `closure` will receive the `self` pointer stored in the
# PyCFunction object (see _dynfunc.c)
# - `args` and `kws` will receive the tuple and dict objects
# of positional and keyword arguments, respectively.
closure, args, kws = wrapper.args
closure.name = 'py_closure'
args.name = 'py_args'
kws.name = 'py_kws'
api = self.context.get_python_api(builder)
self.build_wrapper(api, builder, closure, args, kws)
return wrapper, api
def build_wrapper(self, api, builder, closure, args, kws):
nargs = len(self.fndesc.argtypes)
objs = [api.alloca_obj() for _ in range(nargs)]
parseok = api.unpack_tuple(args, self.fndesc.qualname,
nargs, nargs, *objs)
pred = builder.icmp(lc.ICMP_EQ, parseok, Constant.null(parseok.type))
with cgutils.if_unlikely(builder, pred):
builder.ret(api.get_null_object())
# Block that returns after erroneous argument unboxing/cleanup
endblk = builder.append_basic_block("arg.end")
with builder.goto_block(endblk):
builder.ret(api.get_null_object())
# Extract the Environment object from the Closure
envptr, env_manager = self.get_env(api, builder, closure)
cleanup_manager = _ArgManager(self.context, builder, api,
env_manager, endblk, nargs)
# Compute the arguments to the compiled Numba function.
innerargs = []
for obj, ty in zip(objs, self.fndesc.argtypes):
if isinstance(ty, types.Omitted):
# It's an omitted value => ignore dummy Python object
innerargs.append(None)
else:
val = cleanup_manager.add_arg(builder.load(obj), ty)
innerargs.append(val)
if self.release_gil:
cleanup_manager = _GilManager(builder, api, cleanup_manager)
status, retval = self.context.call_conv.call_function(
builder, self.func, self.fndesc.restype, self.fndesc.argtypes,
innerargs, env=envptr)
# Do clean up
self.debug_print(builder, "# callwrapper: emit_cleanup")
cleanup_manager.emit_cleanup()
self.debug_print(builder, "# callwrapper: emit_cleanup end")
# Determine return status
with builder.if_then(status.is_ok, likely=True):
# Ok => return boxed Python value
with builder.if_then(status.is_none):
api.return_none()
retty = self._simplified_return_type()
obj = api.from_native_return(retty, retval, env_manager)
builder.ret(obj)
# Error out
self.context.call_conv.raise_error(builder, api, status)
builder.ret(api.get_null_object())
def get_env(self, api, builder, closure):
envptr = self.context.get_env_from_closure(builder, closure)
env_body = self.context.get_env_body(builder, envptr)
api.emit_environment_sentry(envptr, return_pyobject=True)
env_manager = api.get_env_manager(self.env, env_body, envptr)
return envptr, env_manager
def _simplified_return_type(self):
"""
The NPM callconv has already converted simplified optional types.
We can simply use the value type from it.
"""
restype = self.fndesc.restype
# Optional type
if isinstance(restype, types.Optional):
return restype.type
else:
return restype
def debug_print(self, builder, msg):
if config.DEBUG_JIT:
self.context.debug_print(builder, "DEBUGJIT: {0}".format(msg))